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"Analyzing Large Amounts of Text" matching MCP servers:

  • Ask Question MCP App

    imranbarbhuiya
    F
    license
    B
    quality
    D
    maintenance
    Provides an interactive user interface for asking questions with support for text inputs, single/multi-select options, and confirmation dialogs. It allows LLMs to gather structured input or feedback from users through a set of predefined input types.
    2

  • Met Museum MCP Server

    mikechao
    A
    license
    A
    quality
    C
    maintenance
    A MCP Server that lets user ask AI models to discover the collection of the Metropolitan Museum of Art. Adds the discovered art works as Resources on the server.
    4
    258
    32
    MIT

  • tela

    zcag
    A
    license
    A
    quality
    A
    maintenance
    Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text + semantic search, backlink traversal). Plus Atlas, which auto-generates a cited, coverage-checked wiki from your git repos and Jira.
    41
    46
    AGPL 3.0

  • demo-app-mcp-prestamo

    dponcedeleonf
    A
    license
    A
    quality
    C
    maintenance
    MCP server demo by Banco D that shows a loan application interactive widget across six steps, demonstrating three levels of agent visibility (full, result-only, and hidden) per MCP Apps (SEP-1865). It enables users to simulate a loan request with plan selection, PIN authorization, and disbursement while controlling what the agent sees.
    9
    MIT
  • AIOProductOS by AIOProductOS

    AIOProductOSofficial

    AIOProductOS
    A
    license
    A
    quality
    A
    maintenance
    Product management over a shared product spine — link customer feedback and insights to features, tasks, sprints and releases, then read closed-loop analytics (customer 360, funnels, retention, NRR) on the same records. Local stdio server via npx @aioproductoscom/mcp; also a 38-tool hosted remote (OAuth 2.1).
    71
    MIT
  • chuk-mcp-her by IBM

    chuk-mcp-herofficial

    IBM
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for querying Historic Environment Records across England and Scotland, enabling searches of listed buildings, monuments, and heritage sites via ArcGIS REST APIs.
    28
    Apache 2.0

  • abnormal-mcp

    wyre-technology
    A
    license
    A
    quality
    A
    maintenance
    An MCP server for Abnormal Security, enabling management of threat detection, email security cases, and AI-powered attack protection through Abnormal's API.
    10
    Apache 2.0

  • transcriptor-mcp

    samson-art
    A
    license
    A
    quality
    B
    maintenance
    An MCP server (stdio + HTTP/SSE) that fetches video transcripts/subtitles via yt-dlp, with pagination for large responses. Supports YouTube, Twitter/X, Instagram, TikTok, Twitch, Vimeo, Facebook, Bilibili, VK, Dailymotion. Whisper fallback — transcribes audio when subtitles are unavailable (local or OpenAI API). Works with Cursor and other MCP host
    8
    18
    MIT

  • markdown-vault-mcp

    pvliesdonk
    A
    license
    A
    quality
    A
    maintenance
    A generic Markdown vault MCP server with FTS5 full-text search, semantic vector search, frontmatter-aware indexing, incremental reindexing, and non-markdown attachment support that exposes search, read, write, and edit tools.
    25
    28
    MIT

  • Städel Museum MCP Server

    topoftheblock
    F
    license
    A
    quality
    C
    maintenance
    This server enables AI models to access the Städel Museum's digital collection via OAI-PMH, allowing harvesting of records, retrieval of multilingual metadata, and fetching of high-resolution images.
    4
    1

  • entrapulse-polyarchy

    darrenjrobinson
    A
    license
    A
    quality
    B
    maintenance
    Interactive visualization of Microsoft Entra ID identity relationships, enabling exploration of org charts, groups, attributes, and access assignments through a D3 force-directed graph within MCP clients.
    8
    78
    MIT

  • Xero MCP Server

    wyre-technology
    A
    license
    A
    quality
    A
    maintenance
    Enables interaction with the Xero Accounting API to manage contacts, invoices, payments, accounts, and financial reports. It provides a suite of tools for natural language access to accounting records and business performance data.
    20
    1
    Apache 2.0

  • hou-tea

    jackrain19743
    A
    license
    A
    quality
    D
    maintenance
    First public release of @hou-tea/mcp-server. The first MCP server that lets any AI agent (Claude Desktop, Cursor, Cline, Continue, Zed) browse, recommend, compare, and buy authentic Chinese tea from hou-tea.com using USDC stablecoin via the x402 protocol. Install ```bash npx @hou-tea/mcp-server ```
    7
    13
    1
    MIT
  • Red Hat Lightspeed MCP by RedHatInsights

    Red Hat Lightspeed MCPofficial

    RedHatInsights
    A
    license
    A
    quality
    A
    maintenance
    A lightweight, self-hosted MCP server that connects LLM-based agents to Red Hat Lightspeed services, enabling natural language querying of read-only (and optionally write) operations across Advisor, Image Builder, Inventory, Planning, Remediations, and Vulnerability services.
    39
    23
    Apache 2.0

  • Sprite MCP Server

    Anansitrading
    F
    license
    A
    quality
    D
    maintenance
    Enables management of Sprite VMs through interactive dashboards and terminal interfaces. It allows users to execute commands, create filesystem snapshots, transfer files, and manage VM lifecycles via natural language.
    11

  • Autotask MCP Server

    wyre-technology
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol server that enables natural language querying of Kaseya's Autotask PSA data through AI assistants, supporting contract analysis, ticket tracking, agent activities, and project status monitoring.
    98
    28
    47
    Apache 2.0

  • IT Glue MCP Server

    MTLHARRISON
    A
    license
    A
    quality
    C
    maintenance
    Provides Claude with access to IT Glue documentation and asset management, enabling searching and retrieval of organizations, configurations, passwords, documents, and more.
    24
    Apache 2.0
  • Todoist AI MCP Server by Doist

    Todoist AI MCP Serverofficial

    Doist
    A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to access and modify Todoist accounts to manage tasks and projects on the user's behalf. It provides a suite of tools for task operations and supports interactive UI widgets for a rich visual experience in AI chat interfaces.
    47
    5,486
    535
    MIT